{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00032408","sets":["1164:2592:2686:2689"]},"path":["2689"],"owner":"1","recid":"32408","title":["BONSAI Garden：学習アルゴリズムによるアミノ酸配列からの並列知識獲得システム"],"pubdate":{"attribute_name":"公開日","attribute_value":"1994-07-22"},"_buckets":{"deposit":"105f31bf-67e9-4df7-a142-93fefac1624a"},"_deposit":{"id":"32408","pid":{"type":"depid","value":"32408","revision_id":0},"owners":[1],"status":"published","created_by":1},"item_title":"BONSAI Garden：学習アルゴリズムによるアミノ酸配列からの並列知識獲得システム","author_link":["0","0"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"BONSAI Garden：学習アルゴリズムによるアミノ酸配列からの並列知識獲得システム"},{"subitem_title":"BONSAI Garden　Knowledge Acquisition System from Amino Acid Sequences by Learning Algorithm","subitem_title_language":"en"}]},"item_type_id":"4","publish_date":"1994-07-22","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"九大理学部"},{"subitem_text_value":"九大理学部"},{"subitem_text_value":"広島市立大学"},{"subitem_text_value":"九大遺伝資源工学"},{"subitem_text_value":"九工大情報工学部"},{"subitem_text_value":"九工大情報工学部"},{"subitem_text_value":"九大理学部"},{"subitem_text_value":"九大理学部"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Faculty of Science, Kyushu University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Science, Kyushu University","subitem_text_language":"en"},{"subitem_text_value":"Hiroshima City University","subitem_text_language":"en"},{"subitem_text_value":"Genetic Resources Technology, Kyushu University","subitem_text_language":"en"},{"subitem_text_value":"Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Kyushu Institute of Technology","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Science, Kyushu University","subitem_text_language":"en"},{"subitem_text_value":"Faculty of Science, Kyushu University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/32408/files/IPSJ-AL94040006.pdf"},"date":[{"dateType":"Available","dateValue":"1996-07-22"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-AL94040006.pdf","filesize":[{"value":"956.1 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"9"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"53518ec7-0b5d-444a-adae-57d6101d6588","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 1994 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"宮野, 悟"},{"creatorName":"篠原, 歩"},{"creatorName":"内田, 智之"},{"creatorName":"久原, 哲"},{"creatorName":"下薗真一"},{"creatorName":"篠原, 武"},{"creatorName":"正代, 隆義"},{"creatorName":"有川, 節夫"}],"nameIdentifiers":[{}]}]},"item_4_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Satoru, Miyano","creatorNameLang":"en"},{"creatorName":"Ayumi, Shinohara","creatorNameLang":"en"},{"creatorName":"Tomoyuki, Uchida","creatorNameLang":"en"},{"creatorName":"Satoru, Kuhara","creatorNameLang":"en"},{"creatorName":"Shinichi, Shimozono","creatorNameLang":"en"},{"creatorName":"Takeshi, Shinohara","creatorNameLang":"en"},{"creatorName":"Takayoshi, Shoudai","creatorNameLang":"en"},{"creatorName":"Setsuo, Arikawa","creatorNameLang":"en"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN1009593X","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"これまでに，我々は，学習アルゴリズムによる知識獲得システムBONSAIを開発し，主にアミノ酸配列からの知識獲得実験を行なってきた．このシステムは，正の例と負の例からそれらを説明する仮説を学習するもので，これまでの実験で，膜貫通領域とシグナルペプチッド配列に対して，非常に精度の高い小さな仮説を発見し，BONSAIがその能力において大きなポテンシャルをもっていることが判明した．このBONSAIを基本プロセスとして，これを複数個走らせる並列知識獲得システムBONSAI　Gardenのプロトタイプを作成し，これまでBONSAIで実験を行なってきたものと同じデータを用いて，比較・検討し，その有効性を確認した．","subitem_description_type":"Other"}]},"item_4_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"We have developed a machine learning system BONSAI which gets positive and negative examples as inputs and produces a pair of a decision tree over regular patterns and an alphabet indexing as a hypothesis. We observed that the indexing by the hydropathy indices is important in making the learning algorithms efficient and accurate. We are also implementing a system BONSAI Garden, which runs several BONSAI systems in parallel, to acquire knowledge from a hodgepodge of data. Some experiments on the prototype shall be presented.","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"47","bibliographic_titles":[{"bibliographic_title":"情報処理学会研究報告アルゴリズム（AL）"}],"bibliographicPageStart":"41","bibliographicIssueDates":{"bibliographicIssueDate":"1994-07-22","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"69(1994-AL-040)","bibliographicVolumeNumber":"1994"}]},"relation_version_is_last":true,"weko_creator_id":"1"},"updated":"2025-01-22T16:10:59.186602+00:00","created":"2025-01-18T23:01:30.378985+00:00","links":{},"id":32408}